Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 99999 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 8.4 MiB |
| Average record size in memory | 88.0 B |
Variable types
| Numeric | 9 |
|---|---|
| Categorical | 1 |
Reproduction
| Analysis started | 2024-10-04 03:15:25.329879 |
|---|---|
| Analysis finished | 2024-10-04 03:15:46.280613 |
| Duration | 20.95 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
alpha
Real number (ℝ)
| Distinct | 99998 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 177.62865 |
| Minimum | 0.0055278279 |
|---|---|
| Maximum | 359.99981 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0.0055278279 |
|---|---|
| 5-th percentile | 11.750782 |
| Q1 | 127.5177 |
| median | 180.90053 |
| Q3 | 233.89501 |
| 95-th percentile | 348.76986 |
| Maximum | 359.99981 |
| Range | 359.99428 |
| Interquartile range (IQR) | 106.37731 |
Descriptive statistics
| Standard deviation | 96.502612 |
|---|---|
| Coefficient of variation (CV) | 0.54328291 |
| Kurtosis | -0.53720514 |
| Mean | 177.62865 |
| Median Absolute Deviation (MAD) | 53.202785 |
| Skewness | -0.028497514 |
| Sum | 17762688 |
| Variance | 9312.7541 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 34.74960002 | 2 | < 0.1% |
| 148.137883 | 1 | < 0.1% |
| 214.7840919 | 1 | < 0.1% |
| 201.7206695 | 1 | < 0.1% |
| 213.3839331 | 1 | < 0.1% |
| 214.1887838 | 1 | < 0.1% |
| 213.7126215 | 1 | < 0.1% |
| 200.1895938 | 1 | < 0.1% |
| 199.2768223 | 1 | < 0.1% |
| 200.0955782 | 1 | < 0.1% |
| Other values (99988) | 99988 |
| Value | Count | Frequency (%) |
| 0.005527827924 | 1 | |
| 0.01095869374 | 1 | |
| 0.01168374605 | 1 | |
| 0.01333666183 | 1 | |
| 0.0229663342 | 1 | |
| 0.02425788497 | 1 | |
| 0.02461910532 | 1 | |
| 0.02571591573 | 1 | |
| 0.02720599703 | 1 | |
| 0.02893798287 | 1 |
| Value | Count | Frequency (%) |
| 359.9998098 | 1 | |
| 359.9996152 | 1 | |
| 359.9990313 | 1 | |
| 359.9989651 | 1 | |
| 359.9970063 | 1 | |
| 359.9941245 | 1 | |
| 359.9936716 | 1 | |
| 359.9935681 | 1 | |
| 359.9893865 | 1 | |
| 359.9863626 | 1 |
delta
Real number (ℝ)
| Distinct | 99998 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.135552 |
| Minimum | -18.785328 |
|---|---|
| Maximum | 83.000519 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 12060 |
| Negative (%) | 12.1% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | -18.785328 |
|---|---|
| 5-th percentile | -2.3657 |
| Q1 | 5.1474766 |
| median | 23.646462 |
| Q3 | 39.901582 |
| 95-th percentile | 56.701131 |
| Maximum | 83.000519 |
| Range | 101.78585 |
| Interquartile range (IQR) | 34.754106 |
Descriptive statistics
| Standard deviation | 19.644608 |
|---|---|
| Coefficient of variation (CV) | 0.81392824 |
| Kurtosis | -1.0430537 |
| Mean | 24.135552 |
| Median Absolute Deviation (MAD) | 17.26748 |
| Skewness | 0.17506407 |
| Sum | 2413531.1 |
| Variance | 385.91061 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -0.6019312345 | 2 | < 0.1% |
| 0.9841090502 | 1 | < 0.1% |
| 51.01346105 | 1 | < 0.1% |
| 52.55626723 | 1 | < 0.1% |
| 51.46909077 | 1 | < 0.1% |
| 49.85246394 | 1 | < 0.1% |
| 51.26954441 | 1 | < 0.1% |
| 52.42180285 | 1 | < 0.1% |
| 52.59318628 | 1 | < 0.1% |
| 52.50418513 | 1 | < 0.1% |
| Other values (99988) | 99988 |
| Value | Count | Frequency (%) |
| -18.78532808 | 1 | |
| -17.63619832 | 1 | |
| -17.61305644 | 1 | |
| -17.57382002 | 1 | |
| -17.46539063 | 1 | |
| -17.45139007 | 1 | |
| -17.4339462 | 1 | |
| -17.36304673 | 1 | |
| -17.28479137 | 1 | |
| -17.22626675 | 1 |
| Value | Count | Frequency (%) |
| 83.00051859 | 1 | |
| 82.94762183 | 1 | |
| 82.81603025 | 1 | |
| 82.76442096 | 1 | |
| 82.75715318 | 1 | |
| 82.65631855 | 1 | |
| 82.56750029 | 1 | |
| 82.28865698 | 1 | |
| 79.34307616 | 1 | |
| 79.28929904 | 1 |
u
Real number (ℝ)
| Distinct | 93747 |
|---|---|
| Distinct (%) | 93.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.080679 |
| Minimum | 10.99623 |
|---|---|
| Maximum | 32.78139 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 10.99623 |
|---|---|
| 5-th percentile | 18.43111 |
| Q1 | 20.35241 |
| median | 22.17914 |
| Q3 | 23.68748 |
| 95-th percentile | 25.785051 |
| Maximum | 32.78139 |
| Range | 21.78516 |
| Interquartile range (IQR) | 3.33507 |
Descriptive statistics
| Standard deviation | 2.2510684 |
|---|---|
| Coefficient of variation (CV) | 0.10194743 |
| Kurtosis | -0.53903957 |
| Mean | 22.080679 |
| Median Absolute Deviation (MAD) | 1.66685 |
| Skewness | -0.070298151 |
| Sum | 2208045.8 |
| Variance | 5.0673091 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 24.63465 | 77 | 0.1% |
| 24.63466 | 64 | 0.1% |
| 24.63467 | 44 | < 0.1% |
| 24.63464 | 23 | < 0.1% |
| 24.63468 | 20 | < 0.1% |
| 24.63463 | 5 | < 0.1% |
| 21.68806 | 4 | < 0.1% |
| 24.63462 | 4 | < 0.1% |
| 24.63469 | 4 | < 0.1% |
| 19.95185 | 4 | < 0.1% |
| Other values (93737) | 99750 |
| Value | Count | Frequency (%) |
| 10.99623 | 1 | |
| 12.10168 | 1 | |
| 12.2624 | 1 | |
| 12.30349 | 1 | |
| 12.99664 | 1 | |
| 13.89799 | 1 | |
| 13.94716 | 1 | |
| 14.14713 | 1 | |
| 14.15199 | 1 | |
| 14.26381 | 1 |
| Value | Count | Frequency (%) |
| 32.78139 | 1 | |
| 30.66039 | 1 | |
| 29.32565 | 1 | |
| 29.23438 | 1 | |
| 29.19901 | 1 | |
| 29.18637 | 1 | |
| 29.04068 | 1 | |
| 28.90174 | 1 | |
| 28.79676 | 1 | |
| 28.77812 | 1 |
g
Real number (ℝ)
| Distinct | 92650 |
|---|---|
| Distinct (%) | 92.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.631583 |
| Minimum | 10.4982 |
|---|---|
| Maximum | 31.60224 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 10.4982 |
|---|---|
| 5-th percentile | 17.072964 |
| Q1 | 18.96524 |
| median | 21.09993 |
| Q3 | 22.123775 |
| 95-th percentile | 23.408264 |
| Maximum | 31.60224 |
| Range | 21.10404 |
| Interquartile range (IQR) | 3.158535 |
Descriptive statistics
| Standard deviation | 2.0373841 |
|---|---|
| Coefficient of variation (CV) | 0.098750738 |
| Kurtosis | -0.37072148 |
| Mean | 20.631583 |
| Median Absolute Deviation (MAD) | 1.33242 |
| Skewness | -0.42803726 |
| Sum | 2063137.7 |
| Variance | 4.1509338 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 25.11439 | 9 | < 0.1% |
| 25.11438 | 9 | < 0.1% |
| 25.11437 | 8 | < 0.1% |
| 21.65138 | 4 | < 0.1% |
| 21.94795 | 4 | < 0.1% |
| 21.80667 | 4 | < 0.1% |
| 21.76406 | 4 | < 0.1% |
| 22.41741 | 4 | < 0.1% |
| 22.03644 | 4 | < 0.1% |
| 22.19291 | 4 | < 0.1% |
| Other values (92640) | 99945 |
| Value | Count | Frequency (%) |
| 10.4982 | 1 | |
| 10.51139 | 1 | |
| 10.6718 | 1 | |
| 10.73097 | 1 | |
| 11.33897 | 1 | |
| 11.39234 | 1 | |
| 11.47435 | 1 | |
| 11.74518 | 1 | |
| 11.79892 | 1 | |
| 12.03599 | 1 |
| Value | Count | Frequency (%) |
| 31.60224 | 1 | |
| 30.607 | 1 | |
| 29.86258 | 1 | |
| 28.9032 | 1 | |
| 28.2066 | 1 | |
| 27.89482 | 1 | |
| 27.53211 | 1 | |
| 27.41465 | 1 | |
| 27.38851 | 1 | |
| 27.34772 | 1 |
r
Real number (ℝ)
| Distinct | 91900 |
|---|---|
| Distinct (%) | 91.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.645777 |
| Minimum | 9.82207 |
|---|---|
| Maximum | 29.57186 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 9.82207 |
|---|---|
| 5-th percentile | 16.393042 |
| Q1 | 18.135795 |
| median | 20.12531 |
| Q3 | 21.04479 |
| 95-th percentile | 22.070259 |
| Maximum | 29.57186 |
| Range | 19.74979 |
| Interquartile range (IQR) | 2.908995 |
Descriptive statistics
| Standard deviation | 1.8547631 |
|---|---|
| Coefficient of variation (CV) | 0.094410268 |
| Kurtosis | -0.37613822 |
| Mean | 19.645777 |
| Median Absolute Deviation (MAD) | 1.24741 |
| Skewness | -0.5078796 |
| Sum | 1964558 |
| Variance | 3.440146 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 24.80203 | 21 | < 0.1% |
| 24.80202 | 15 | < 0.1% |
| 24.80204 | 7 | < 0.1% |
| 20.72245 | 6 | < 0.1% |
| 20.76527 | 5 | < 0.1% |
| 20.74657 | 5 | < 0.1% |
| 20.5444 | 4 | < 0.1% |
| 20.78255 | 4 | < 0.1% |
| 20.6552 | 4 | < 0.1% |
| 20.24885 | 4 | < 0.1% |
| Other values (91890) | 99924 |
| Value | Count | Frequency (%) |
| 9.82207 | 1 | |
| 10.06854 | 1 | |
| 10.11604 | 1 | |
| 10.1946 | 1 | |
| 10.80343 | 1 | |
| 10.86379 | 1 | |
| 10.98255 | 1 | |
| 11.09069 | 1 | |
| 11.35229 | 1 | |
| 11.64166 | 1 |
| Value | Count | Frequency (%) |
| 29.57186 | 1 | |
| 29.37411 | 1 | |
| 27.62688 | 1 | |
| 27.59332 | 1 | |
| 27.39709 | 1 | |
| 27.33476 | 1 | |
| 27.30005 | 1 | |
| 27.07122 | 1 | |
| 27.06348 | 1 | |
| 26.79265 | 1 |
i
Real number (ℝ)
| Distinct | 92018 |
|---|---|
| Distinct (%) | 92.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.084865 |
| Minimum | 9.469903 |
|---|---|
| Maximum | 32.14147 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 9.469903 |
|---|---|
| 5-th percentile | 16.043817 |
| Q1 | 17.73228 |
| median | 19.40515 |
| Q3 | 20.39651 |
| 95-th percentile | 21.607625 |
| Maximum | 32.14147 |
| Range | 22.671567 |
| Interquartile range (IQR) | 2.66423 |
Descriptive statistics
| Standard deviation | 1.7579003 |
|---|---|
| Coefficient of variation (CV) | 0.092109656 |
| Kurtosis | -0.23484324 |
| Mean | 19.084865 |
| Median Absolute Deviation (MAD) | 1.21872 |
| Skewness | -0.40418294 |
| Sum | 1908467.4 |
| Variance | 3.0902136 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 24.3618 | 6 | < 0.1% |
| 24.36181 | 6 | < 0.1% |
| 18.63308 | 5 | < 0.1% |
| 19.70201 | 4 | < 0.1% |
| 19.62323 | 4 | < 0.1% |
| 20.35125 | 4 | < 0.1% |
| 19.79566 | 4 | < 0.1% |
| 19.73572 | 4 | < 0.1% |
| 20.19353 | 4 | < 0.1% |
| 20.46932 | 4 | < 0.1% |
| Other values (92008) | 99954 |
| Value | Count | Frequency (%) |
| 9.469903 | 1 | |
| 10.00865 | 1 | |
| 10.05509 | 1 | |
| 10.56647 | 1 | |
| 10.87374 | 1 | |
| 10.95665 | 1 | |
| 11.26394 | 1 | |
| 11.29956 | 1 | |
| 11.31937 | 1 | |
| 11.51527 | 1 |
| Value | Count | Frequency (%) |
| 32.14147 | 1 | |
| 30.25009 | 1 | |
| 30.16359 | 1 | |
| 30.1546 | 1 | |
| 29.88921 | 1 | |
| 29.85405 | 1 | |
| 27.5034 | 1 | |
| 27.18834 | 1 | |
| 26.89399 | 1 | |
| 26.30939 | 1 |
z
Real number (ℝ)
| Distinct | 92006 |
|---|---|
| Distinct (%) | 92.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.768988 |
| Minimum | 9.612333 |
|---|---|
| Maximum | 29.38374 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 9.612333 |
|---|---|
| 5-th percentile | 15.778304 |
| Q1 | 17.46083 |
| median | 19.0046 |
| Q3 | 19.92112 |
| 95-th percentile | 21.462773 |
| Maximum | 29.38374 |
| Range | 19.771407 |
| Interquartile range (IQR) | 2.46029 |
Descriptive statistics
| Standard deviation | 1.7659819 |
|---|---|
| Coefficient of variation (CV) | 0.094090415 |
| Kurtosis | -0.21000299 |
| Mean | 18.768988 |
| Median Absolute Deviation (MAD) | 1.17159 |
| Skewness | -0.25682184 |
| Sum | 1876880 |
| Variance | 3.118692 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 22.8269 | 58 | 0.1% |
| 22.82691 | 25 | < 0.1% |
| 22.82689 | 25 | < 0.1% |
| 22.82692 | 12 | < 0.1% |
| 19.8066 | 4 | < 0.1% |
| 19.65385 | 4 | < 0.1% |
| 19.54947 | 4 | < 0.1% |
| 19.50648 | 4 | < 0.1% |
| 19.9115 | 4 | < 0.1% |
| 18.89468 | 4 | < 0.1% |
| Other values (91996) | 99855 |
| Value | Count | Frequency (%) |
| 9.612333 | 1 | |
| 10.22551 | 1 | |
| 10.44131 | 1 | |
| 10.65056 | 1 | |
| 10.77889 | 1 | |
| 10.89738 | 1 | |
| 10.91847 | 1 | |
| 11.19448 | 1 | |
| 11.30247 | 1 | |
| 11.41484 | 1 |
| Value | Count | Frequency (%) |
| 29.38374 | 1 | |
| 28.79055 | 1 | |
| 28.23829 | 1 | |
| 27.80519 | 1 | |
| 27.67336 | 1 | |
| 26.59268 | 1 | |
| 26.42779 | 1 | |
| 26.2969 | 1 | |
| 26.13011 | 1 | |
| 26.0935 | 1 |
redshift
Real number (ℝ)
| Distinct | 99294 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.57666657 |
| Minimum | -0.009970667 |
|---|---|
| Maximum | 7.011245 |
| Zeros | 412 |
| Zeros (%) | 0.4% |
| Negative | 13724 |
| Negative (%) | 13.7% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | -0.009970667 |
|---|---|
| 5-th percentile | -0.00032606178 |
| Q1 | 0.054521695 |
| median | 0.4241756 |
| Q3 | 0.70417205 |
| 95-th percentile | 2.1877356 |
| Maximum | 7.011245 |
| Range | 7.0212157 |
| Interquartile range (IQR) | 0.64965035 |
Descriptive statistics
| Standard deviation | 0.73070865 |
|---|---|
| Coefficient of variation (CV) | 1.267125 |
| Kurtosis | 9.9728638 |
| Mean | 0.57666657 |
| Median Absolute Deviation (MAD) | 0.34490863 |
| Skewness | 2.5235985 |
| Sum | 57666.08 |
| Variance | 0.53393514 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 412 | 0.4% |
| 7.011245 | 6 | < 0.1% |
| 0.004153254 | 4 | < 0.1% |
| -0.004136076 | 3 | < 0.1% |
| 0.004153253 | 3 | < 0.1% |
| 0.6291372 | 3 | < 0.1% |
| 0.5471081 | 2 | < 0.1% |
| 1.272941 | 2 | < 0.1% |
| 0.1302064 | 2 | < 0.1% |
| 0.1761182 | 2 | < 0.1% |
| Other values (99284) | 99560 |
| Value | Count | Frequency (%) |
| -0.009970667 | 1 | < 0.1% |
| -0.007351653 | 1 | < 0.1% |
| -0.006863183 | 1 | < 0.1% |
| -0.006055369 | 1 | < 0.1% |
| -0.005675106 | 1 | < 0.1% |
| -0.004712832 | 1 | < 0.1% |
| -0.004254519 | 1 | < 0.1% |
| -0.004136078 | 1 | < 0.1% |
| -0.004136076 | 3 | |
| -0.004020985 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7.011245 | 6 | |
| 7.011103 | 1 | < 0.1% |
| 7.010295 | 1 | < 0.1% |
| 7.010272 | 1 | < 0.1% |
| 7.010263 | 1 | < 0.1% |
| 7.009989 | 1 | < 0.1% |
| 7.0094 | 1 | < 0.1% |
| 7.008322 | 1 | < 0.1% |
| 7.007396 | 1 | < 0.1% |
| 7.00387 | 2 | < 0.1% |
MJD
Real number (ℝ)
| Distinct | 2180 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55588.654 |
| Minimum | 51608 |
|---|---|
| Maximum | 58932 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 51608 |
|---|---|
| 5-th percentile | 52336.9 |
| Q1 | 54234 |
| median | 55869 |
| Q3 | 56777 |
| 95-th percentile | 58201 |
| Maximum | 58932 |
| Range | 7324 |
| Interquartile range (IQR) | 2543 |
Descriptive statistics
| Standard deviation | 1808.4922 |
|---|---|
| Coefficient of variation (CV) | 0.032533478 |
| Kurtosis | -0.7731643 |
| Mean | 55588.654 |
| Median Absolute Deviation (MAD) | 1257 |
| Skewness | -0.3818618 |
| Sum | 5.5588098 × 109 |
| Variance | 3270644.1 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 56625 | 249 | 0.2% |
| 58162 | 228 | 0.2% |
| 56658 | 217 | 0.2% |
| 56390 | 216 | 0.2% |
| 56385 | 201 | 0.2% |
| 57574 | 200 | 0.2% |
| 58428 | 193 | 0.2% |
| 56074 | 190 | 0.2% |
| 56722 | 188 | 0.2% |
| 55863 | 186 | 0.2% |
| Other values (2170) | 97931 |
| Value | Count | Frequency (%) |
| 51608 | 12 | |
| 51609 | 7 | |
| 51613 | 4 | < 0.1% |
| 51615 | 4 | < 0.1% |
| 51630 | 14 | |
| 51633 | 1 | < 0.1% |
| 51637 | 6 | |
| 51658 | 2 | < 0.1% |
| 51662 | 7 | |
| 51663 | 11 |
| Value | Count | Frequency (%) |
| 58932 | 61 | |
| 58931 | 8 | < 0.1% |
| 58930 | 31 | |
| 58928 | 39 | |
| 58895 | 2 | < 0.1% |
| 58543 | 36 | |
| 58526 | 36 | |
| 58523 | 36 | |
| 58522 | 40 | |
| 58515 | 39 |
class
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| GALAXY | |
|---|---|
| STAR | |
| QSO |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 4.9993 |
| Min length | 3 |
Characters and Unicode
| Total characters | 499925 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | GALAXY |
|---|---|
| 2nd row | GALAXY |
| 3rd row | GALAXY |
| 4th row | QSO |
| 5th row | GALAXY |
Common Values
| Value | Count | Frequency (%) |
| GALAXY | 59445 | |
| STAR | 21593 | 21.6% |
| QSO | 18961 | 19.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| galaxy | 59445 | |
| star | 21593 | 21.6% |
| qso | 18961 | 19.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 140483 | |
| G | 59445 | |
| L | 59445 | |
| X | 59445 | |
| Y | 59445 | |
| S | 40554 | 8.1% |
| T | 21593 | 4.3% |
| R | 21593 | 4.3% |
| Q | 18961 | 3.8% |
| O | 18961 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 499925 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 140483 | |
| G | 59445 | |
| L | 59445 | |
| X | 59445 | |
| Y | 59445 | |
| S | 40554 | 8.1% |
| T | 21593 | 4.3% |
| R | 21593 | 4.3% |
| Q | 18961 | 3.8% |
| O | 18961 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 499925 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 140483 | |
| G | 59445 | |
| L | 59445 | |
| X | 59445 | |
| Y | 59445 | |
| S | 40554 | 8.1% |
| T | 21593 | 4.3% |
| R | 21593 | 4.3% |
| Q | 18961 | 3.8% |
| O | 18961 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 499925 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 140483 | |
| G | 59445 | |
| L | 59445 | |
| X | 59445 | |
| Y | 59445 | |
| S | 40554 | 8.1% |
| T | 21593 | 4.3% |
| R | 21593 | 4.3% |
| Q | 18961 | 3.8% |
| O | 18961 | 3.8% |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| alpha | delta | u | g | r | i | z | redshift | MJD | class | |
|---|---|---|---|---|---|---|---|---|---|---|
| df_index | ||||||||||
| 5390 | 148.137883 | 0.984109 | 17.94048 | 15.85076 | 14.92413 | 14.48684 | 14.15116 | 0.046764 | 51608 | GALAXY |
| 12866 | 147.366840 | 0.968375 | 20.57743 | 18.60067 | 17.79560 | 17.34576 | 17.05482 | 0.102337 | 51608 | GALAXY |
| 25727 | 148.753530 | -0.596168 | 22.90627 | 21.35220 | 19.53974 | 18.70143 | 18.19042 | 0.468987 | 51608 | GALAXY |
| 25846 | 148.428864 | -0.863283 | 18.93689 | 19.07687 | 18.73114 | 18.69877 | 18.70723 | 1.301314 | 51608 | QSO |
| 37304 | 147.165549 | -0.891313 | 21.21101 | 18.92085 | 17.65245 | 17.14530 | 16.75657 | 0.167423 | 51608 | GALAXY |
| 41782 | 147.082750 | -1.215647 | 22.89167 | 19.83910 | 18.35078 | 17.72533 | 17.37808 | 0.000119 | 51608 | STAR |
| 60850 | 149.032392 | 0.288143 | 19.69001 | 18.45888 | 17.75000 | 17.33397 | 17.07845 | 0.126991 | 51608 | GALAXY |
| 62175 | 149.184901 | 0.242107 | 19.96493 | 18.18508 | 17.27958 | 16.87634 | 16.57329 | 0.086801 | 51608 | GALAXY |
| 64380 | 147.905371 | 0.412109 | 19.64714 | 18.28406 | 17.62482 | 17.22549 | 16.91500 | 0.093513 | 51608 | GALAXY |
| 70556 | 148.401162 | 1.012705 | 20.12780 | 18.40786 | 17.59170 | 17.16464 | 16.88550 | 0.098459 | 51608 | GALAXY |
| alpha | delta | u | g | r | i | z | redshift | MJD | class | |
|---|---|---|---|---|---|---|---|---|---|---|
| df_index | ||||||||||
| 75109 | 131.003499 | 0.959788 | 21.91178 | 21.25733 | 20.99123 | 20.70662 | 20.23465 | 0.749092 | 58932 | QSO |
| 76131 | 131.165245 | 0.986904 | 23.83599 | 23.26778 | 21.48536 | 20.71931 | 20.22399 | 0.670478 | 58932 | GALAXY |
| 76466 | 131.219236 | 0.970168 | 24.36810 | 22.34933 | 21.05594 | 20.53786 | 20.25671 | 0.508638 | 58932 | GALAXY |
| 81625 | 131.056936 | -1.468829 | 20.32929 | 20.11706 | 20.13314 | 20.17008 | 20.18296 | 0.004153 | 58932 | STAR |
| 82395 | 130.707355 | -1.532370 | 19.60121 | 17.90267 | 17.26634 | 17.03364 | 16.89209 | 0.000357 | 58932 | STAR |
| 82606 | 130.690218 | -1.705059 | 21.64154 | 21.16591 | 20.55326 | 20.41712 | 19.90097 | 0.366858 | 58932 | QSO |
| 82607 | 130.919840 | -1.387249 | 20.25145 | 20.22943 | 20.09764 | 20.12556 | 20.02244 | 1.337994 | 58932 | QSO |
| 89144 | 130.701162 | -1.604439 | 20.51494 | 20.57291 | 20.18065 | 20.14281 | 20.12981 | 1.240260 | 58932 | QSO |
| 89434 | 130.595342 | 1.661665 | 24.15478 | 22.26756 | 20.68476 | 19.92818 | 19.55938 | 0.417594 | 58932 | GALAXY |
| 92417 | 131.012643 | 0.919072 | 22.88914 | 24.02377 | 22.80784 | 21.61491 | 21.19957 | 0.749264 | 58932 | GALAXY |